Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific

Original language	English
Title of host publication	NIPS Workshop on Bayesian Optimization
Subtitle of host publication	BayesOpt 2017
Publication status	Published - 2017
MoE publication type	B3 Non-refereed conference publication
Event	NIPS Workshop on Bayesian Optimization - Long Beach, United States Duration: 9 Dec 2017 → 9 Dec 2017 https://bayesopt.github.io/

Workshop	NIPS Workshop on Bayesian Optimization
Abbreviated title	BayesOpt
Country/Territory	United States
City	Long Beach
Period	09/12/2017 → 09/12/2017
Internet address	https://bayesopt.github.io/

Access to Document

@inproceedings{7f40c590ae074b99a2acdd34ea2a5f89,

title = "Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations",

author = "Eero Siivola and Aki Vehtari and Jarno Vanhatalo and Javier Gonz{\'a}lez",

year = "2017",

language = "English",

booktitle = "NIPS Workshop on Bayesian Optimization",

note = "NIPS Workshop on Bayesian Optimization, BayesOpt ; Conference date: 09-12-2017 Through 09-12-2017",

url = "https://bayesopt.github.io/",

}

TY - GEN

T1 - Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations

AU - Siivola, Eero

AU - Vehtari, Aki

AU - Vanhatalo, Jarno

AU - González, Javier

PY - 2017

Y1 - 2017

M3 - Conference article in proceedings

BT - NIPS Workshop on Bayesian Optimization

T2 - NIPS Workshop on Bayesian Optimization

Y2 - 9 December 2017 through 9 December 2017

ER -